Triple
T5359583
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hays County |
E102985
|
entity |
| Predicate | containsProtectedArea |
P855
|
FINISHED |
| Object |
Blue Hole Regional Park
Blue Hole Regional Park is a popular natural swimming and recreation area along Cypress Creek in Wimberley, Texas, known for its clear spring-fed waters, shaded cypress trees, and hiking trails.
|
E514124
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Blue Hole Regional Park | Statement: [Hays County, containsProtectedArea, Blue Hole Regional Park]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Blue Hole Regional Park Context triple: [Hays County, containsProtectedArea, Blue Hole Regional Park]
-
A.
Blue Hole Natural Monument
Blue Hole Natural Monument is a famous giant marine sinkhole off the coast of Belize, renowned for its deep blue circular appearance, rich marine life, and popularity as a world-class scuba diving site.
-
B.
Blue Holes National Park
Blue Holes National Park is a protected area on Andros Island in the Bahamas, renowned for its numerous underwater sinkholes, unique cave systems, and rich biodiversity.
-
C.
Falling Waters Sinkhole
Falling Waters Sinkhole is a large, scenic geological depression in Washington County, Florida, known for its waterfall that disappears into a deep cylindrical pit within Falling Waters State Park.
-
D.
Lake Cave
Lake Cave is a spectacular limestone show cave in Western Australia renowned for its underground lake and striking crystal formations.
-
E.
Blue Limestone Park
Blue Limestone Park is a public recreational area in Delaware, Ohio, known for its scenic limestone formations, fishing spots, and walking trails.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Blue Hole Regional Park Triple: [Hays County, containsProtectedArea, Blue Hole Regional Park]
Generated description
Blue Hole Regional Park is a popular natural swimming and recreation area along Cypress Creek in Wimberley, Texas, known for its clear spring-fed waters, shaded cypress trees, and hiking trails.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Blue Hole Regional Park Target entity description: Blue Hole Regional Park is a popular natural swimming and recreation area along Cypress Creek in Wimberley, Texas, known for its clear spring-fed waters, shaded cypress trees, and hiking trails.
-
A.
Blue Hole Natural Monument
Blue Hole Natural Monument is a famous giant marine sinkhole off the coast of Belize, renowned for its deep blue circular appearance, rich marine life, and popularity as a world-class scuba diving site.
-
B.
Blue Holes National Park
Blue Holes National Park is a protected area on Andros Island in the Bahamas, renowned for its numerous underwater sinkholes, unique cave systems, and rich biodiversity.
-
C.
Falling Waters Sinkhole
Falling Waters Sinkhole is a large, scenic geological depression in Washington County, Florida, known for its waterfall that disappears into a deep cylindrical pit within Falling Waters State Park.
-
D.
Lake Cave
Lake Cave is a spectacular limestone show cave in Western Australia renowned for its underground lake and striking crystal formations.
-
E.
Blue Limestone Park
Blue Limestone Park is a public recreational area in Delaware, Ohio, known for its scenic limestone formations, fishing spots, and walking trails.
- F. None of above. chosen
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69bd43daa3e4819090b59d127db70e57 |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd86330e4c8190b5452226886287b3 |
completed | March 20, 2026, 5:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf21e955a8819094a0b12e42e2d6a6 |
completed | March 21, 2026, 10:55 p.m. |
| NEDg | Description generation | batch_69bf23d9ca3881909bfc0a2e99164450 |
completed | March 21, 2026, 11:03 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf243319448190a30d6e8847d3f4b8 |
completed | March 21, 2026, 11:05 p.m. |
Created at: March 20, 2026, 2:02 p.m.